Profiling Report

Dataset statistics

Number of variables	13
Number of observations	30733
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.1 MiB
Average record size in memory	105.0 B

Variable types

Boolean	1
Numeric	11
Categorical	1

Alerts

`Gender` has constant value ""	Constant
`PositionBinned` has constant value ""	Constant
`SwimTime` is highly overall correlated with `SwimPositionPercentage`	High correlation
`BikeTime` is highly overall correlated with `FinishTime` and 1 other fields	High correlation
`RunTime` is highly overall correlated with `FinishTime` and 1 other fields	High correlation
`FinishTime` is highly overall correlated with `BikeTime` and 1 other fields	High correlation
`SwimPositionPercentage` is highly overall correlated with `SwimTime`	High correlation
`BikePositionPercentage` is highly overall correlated with `BikeTime`	High correlation
`RunPositionPercentage` is highly overall correlated with `RunTime`	High correlation

Reproduction

Analysis started	2023-10-26 02:21:44.323451
Analysis finished	2023-10-26 02:21:57.488840
Duration	13.17 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Gender
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	270.1 KiB

False	30733

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	30733	100.0%

SwimTime
Real number (ℝ)

HIGH CORRELATION

Distinct	1876
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2160.7682

Minimum	1321
Maximum	4054
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	1321
5-th percentile	1676
Q1	1943
median	2142
Q3	2356
95-th percentile	2704
Maximum	4054
Range	2733
Interquartile range (IQR)	413

Descriptive statistics

Standard deviation	317.73635
Coefficient of variation (CV)	0.14704786
Kurtosis	0.68341215
Mean	2160.7682
Median Absolute Deviation (MAD)	206
Skewness	0.44345176
Sum	66406890
Variance	100956.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1999	59	0.2%
2160	54	0.2%
2193	54	0.2%
1980	53	0.2%
2132	53	0.2%
2099	52	0.2%
2261	52	0.2%
2086	52	0.2%
2067	52	0.2%
2239	52	0.2%
Other values (1866)	30200	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1321	1	< 0.1%
1322	3	< 0.1%
1326	1	< 0.1%
1327	1	< 0.1%
1328	2	< 0.1%
1329	2	< 0.1%
1330	3	< 0.1%
1334	4	< 0.1%
1335	1	< 0.1%
1336	1	< 0.1%

Value	Count	Frequency (%)
4054	1	< 0.1%
4002	1	< 0.1%
3998	1	< 0.1%
3794	1	< 0.1%
3708	1	< 0.1%
3685	1	< 0.1%
3680	1	< 0.1%
3661	1	< 0.1%
3656	1	< 0.1%
3636	1	< 0.1%

Transition1Time
Real number (ℝ)

Distinct	448
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	232.70921

Minimum	46
Maximum	499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	46
5-th percentile	123.6
Q1	179
median	227
Q3	278
95-th percentile	365
Maximum	499
Range	453
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	73.618578
Coefficient of variation (CV)	0.31635439
Kurtosis	0.14366229
Mean	232.70921
Median Absolute Deviation (MAD)	49
Skewness	0.49080644
Sum	7151852
Variance	5419.695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
216	191	0.6%
221	191	0.6%
230	187	0.6%
218	185	0.6%
238	184	0.6%
228	182	0.6%
197	181	0.6%
222	181	0.6%
198	181	0.6%
201	180	0.6%
Other values (438)	28890	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	1	< 0.1%
48	1	< 0.1%
50	1	< 0.1%
51	1	< 0.1%
53	4	< 0.1%
54	1	< 0.1%
57	1	< 0.1%
58	4	< 0.1%
60	1	< 0.1%
61	4	< 0.1%

Value	Count	Frequency (%)
499	3	< 0.1%
498	2	< 0.1%
497	5	< 0.1%
496	3	< 0.1%
495	4	< 0.1%
494	1	< 0.1%
493	1	< 0.1%
492	3	< 0.1%
491	4	< 0.1%
490	2	< 0.1%

BikeTime
Real number (ℝ)

HIGH CORRELATION

Distinct	3550
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10299.278

Minimum	7714
Maximum	13588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	7714
5-th percentile	9327
Q1	9866
median	10250
Q3	10685
95-th percentile	11459.4
Maximum	13588
Range	5874
Interquartile range (IQR)	819

Descriptive statistics

Standard deviation	655.48869
Coefficient of variation (CV)	0.063644139
Kurtosis	0.74415144
Mean	10299.278
Median Absolute Deviation (MAD)	407
Skewness	0.41982164
Sum	3.1652772 × 10⁸
Variance	429665.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9933	32	0.1%
9979	32	0.1%
10124	32	0.1%
9917	32	0.1%
10226	32	0.1%
10034	31	0.1%
9947	31	0.1%
10391	31	0.1%
10014	30	0.1%
9945	30	0.1%
Other values (3540)	30420	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7714	1	< 0.1%
7800	1	< 0.1%
7882	1	< 0.1%
7982	1	< 0.1%
7989	1	< 0.1%
7997	1	< 0.1%
8009	1	< 0.1%
8014	1	< 0.1%
8016	2	< 0.1%
8035	1	< 0.1%

Value	Count	Frequency (%)
13588	1	< 0.1%
13264	1	< 0.1%
13239	1	< 0.1%
13152	1	< 0.1%
13133	1	< 0.1%
13125	1	< 0.1%
13117	1	< 0.1%
13110	1	< 0.1%
13055	1	< 0.1%
13038	1	< 0.1%

Transition2Time
Real number (ℝ)

Distinct	421
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	166.25757

Minimum	46
Maximum	499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	46
5-th percentile	85
Q1	121
median	156
Q3	200
95-th percentile	283
Maximum	499
Range	453
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	62.293902
Coefficient of variation (CV)	0.37468309
Kurtosis	1.6005474
Mean	166.25757
Median Absolute Deviation (MAD)	39
Skewness	1.0314527
Sum	5109594
Variance	3880.5302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
129	257	0.8%
132	246	0.8%
137	242	0.8%
148	239	0.8%
126	237	0.8%
133	236	0.8%
146	235	0.8%
149	235	0.8%
145	232	0.8%
124	230	0.7%
Other values (411)	28344	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	3	< 0.1%
47	2	< 0.1%
48	2	< 0.1%
49	4	< 0.1%
50	6	< 0.1%
51	8	< 0.1%
52	10	< 0.1%
53	9	< 0.1%
54	9	< 0.1%
55	9	< 0.1%

Value	Count	Frequency (%)
499	1	< 0.1%
498	4	< 0.1%
495	2	< 0.1%
488	1	< 0.1%
487	1	< 0.1%
486	2	< 0.1%
485	2	< 0.1%
483	2	< 0.1%
482	2	< 0.1%
480	3	< 0.1%

RunTime
Real number (ℝ)

HIGH CORRELATION

Distinct	3219
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6784.153

Minimum	4332
Maximum	11211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	4332
5-th percentile	5850
Q1	6350
median	6748
Q3	7166
95-th percentile	7865
Maximum	11211
Range	6879
Interquartile range (IQR)	816

Descriptive statistics

Standard deviation	616.13025
Coefficient of variation (CV)	0.090819038
Kurtosis	0.33967213
Mean	6784.153
Median Absolute Deviation (MAD)	407
Skewness	0.39850419
Sum	2.0849737 × 10⁸
Variance	379616.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6780	33	0.1%
6686	33	0.1%
6600	32	0.1%
6777	32	0.1%
6660	31	0.1%
6754	31	0.1%
6417	31	0.1%
6764	31	0.1%
6340	30	0.1%
6853	30	0.1%
Other values (3209)	30419	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4332	1	< 0.1%
4387	1	< 0.1%
4452	1	< 0.1%
4494	1	< 0.1%
4758	1	< 0.1%
4771	1	< 0.1%
4813	1	< 0.1%
4828	1	< 0.1%
4860	1	< 0.1%
4882	1	< 0.1%

Value	Count	Frequency (%)
11211	1	< 0.1%
10124	1	< 0.1%
9930	1	< 0.1%
9589	1	< 0.1%
9462	1	< 0.1%
9458	1	< 0.1%
9454	1	< 0.1%
9391	1	< 0.1%
9384	1	< 0.1%
9324	1	< 0.1%

FinishTime
Real number (ℝ)

HIGH CORRELATION

Distinct	4770
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19643.179

Minimum	15253
Maximum	24514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	15253
5-th percentile	18083
Q1	19002
median	19630
Q3	20288
95-th percentile	21245
Maximum	24514
Range	9261
Interquartile range (IQR)	1286

Descriptive statistics

Standard deviation	968.43641
Coefficient of variation (CV)	0.04930141
Kurtosis	0.37490616
Mean	19643.179
Median Absolute Deviation (MAD)	643
Skewness	0.0027545841
Sum	6.0369382 × 10⁸
Variance	937869.08
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19633	26	0.1%
20077	24	0.1%
19399	23	0.1%
19959	23	0.1%
19547	23	0.1%
19829	23	0.1%
18929	22	0.1%
19412	22	0.1%
19880	22	0.1%
19567	22	0.1%
Other values (4760)	30503	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15253	1	< 0.1%
15475	1	< 0.1%
15553	1	< 0.1%
15696	1	< 0.1%
15738	1	< 0.1%
15816	1	< 0.1%
15911	1	< 0.1%
15920	1	< 0.1%
15932	1	< 0.1%
15945	1	< 0.1%

Value	Count	Frequency (%)
24514	1	< 0.1%
24358	1	< 0.1%
24231	1	< 0.1%
23710	1	< 0.1%
23704	1	< 0.1%
23633	1	< 0.1%
23532	1	< 0.1%
23474	1	< 0.1%
23442	1	< 0.1%
23344	1	< 0.1%

Position
Real number (ℝ)

Distinct	604
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.333127

Minimum	1
Maximum	427
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	38
median	60
Q3	90
95-th percentile	145
Maximum	427
Range	426
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	46.683963
Coefficient of variation (CV)	0.67332839
Kurtosis	9.5998486
Mean	69.333127
Median Absolute Deviation (MAD)	25
Skewness	2.2631223
Sum	2130815
Variance	2179.3924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	356	1.2%
39	352	1.1%
40	351	1.1%
42	351	1.1%
41	351	1.1%
38	348	1.1%
44	344	1.1%
46	340	1.1%
35	338	1.1%
45	338	1.1%
Other values (594)	27264	88.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	3	< 0.1%
3	7	< 0.1%
4	18	0.1%
5	32	0.1%
6	40	0.1%
7	59	0.2%
8	73	0.2%
9	91	0.3%
10	103	0.3%

Value	Count	Frequency (%)
427	1	< 0.1%
425.5	2	< 0.1%
424	1	< 0.1%
423	1	< 0.1%
421.5	2	< 0.1%
420	1	< 0.1%
419	1	< 0.1%
418	1	< 0.1%
417	1	< 0.1%
416	1	< 0.1%

PositionPercentage
Real number (ℝ)

Distinct	12287
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17527611

Minimum	0.10012674
Maximum	0.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	0.10012674
5-th percentile	0.10763889
Q1	0.13768116
median	0.17525773
Q3	0.21283784
95-th percentile	0.24289392
Maximum	0.25
Range	0.14987326
Interquartile range (IQR)	0.075156678

Descriptive statistics

Standard deviation	0.043406519
Coefficient of variation (CV)	0.24764652
Kurtosis	-1.1998109
Mean	0.17527611
Median Absolute Deviation (MAD)	0.037576573
Skewness	4.3144831 × 10^-5
Sum	5386.7608
Variance	0.0018841259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	193	0.6%
0.2	147	0.5%
0.1666666667	126	0.4%
0.125	107	0.3%
0.1428571429	100	0.3%
0.1818181818	76	0.2%
0.2222222222	75	0.2%
0.1111111111	75	0.2%
0.1538461538	56	0.2%
0.2307692308	56	0.2%
Other values (12277)	29722	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1001267427	1	< 0.1%
0.1001642036	1	< 0.1%
0.1001669449	2	< 0.1%
0.1001727116	1	< 0.1%
0.1001821494	1	< 0.1%
0.1001855288	2	< 0.1%
0.1001926782	1	< 0.1%
0.1002024291	2	< 0.1%
0.100204499	1	< 0.1%
0.1002087683	1	< 0.1%

Value	Count	Frequency (%)
0.25	193	0.6%
0.2498210451	1	< 0.1%
0.2497985496	1	< 0.1%
0.2497076023	1	< 0.1%
0.2496831432	1	< 0.1%
0.2496413199	2	< 0.1%
0.2496307238	1	< 0.1%
0.2496240602	1	< 0.1%
0.2496194825	1	< 0.1%
0.2496	1	< 0.1%

PositionBinned
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	270.3 KiB

10_25	30733

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	153665
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10_25
2nd row	10_25
3rd row	10_25
4th row	10_25
5th row	10_25

Common Values

Value	Count	Frequency (%)
10_25	30733	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10_25	30733	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	30733	20.0%
0	30733	20.0%
_	30733	20.0%
2	30733	20.0%
5	30733	20.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	122932	80.0%
Connector Punctuation	30733	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	30733	25.0%
0	30733	25.0%
2	30733	25.0%
5	30733	25.0%

Connector Punctuation

Value	Count	Frequency (%)
_	30733	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	153665	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	30733	20.0%
0	30733	20.0%
_	30733	20.0%
2	30733	20.0%
5	30733	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	30733	20.0%
0	30733	20.0%
_	30733	20.0%
2	30733	20.0%
5	30733	20.0%

SwimPositionPercentage
Real number (ℝ)

HIGH CORRELATION

Distinct	21324
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29224303

Minimum	0.0012674271
Maximum	0.98905109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	0.0012674271
5-th percentile	0.043566144
Q1	0.14186047
median	0.25641026
Q3	0.40936556
95-th percentile	0.66248147
Maximum	0.98905109
Range	0.98778367
Interquartile range (IQR)	0.26750509

Descriptive statistics

Standard deviation	0.19124765
Coefficient of variation (CV)	0.65441305
Kurtosis	0.11267815
Mean	0.29224303
Median Absolute Deviation (MAD)	0.12848183
Skewness	0.78416209
Sum	8981.505
Variance	0.036575664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	63	0.2%
0.2	55	0.2%
0.5	51	0.2%
0.3333333333	49	0.2%
0.1666666667	44	0.1%
0.125	39	0.1%
0.1428571429	33	0.1%
0.375	29	0.1%
0.1	25	0.1%
0.08333333333	25	0.1%
Other values (21314)	30320	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001267427123	1	< 0.1%
0.001706484642	1	< 0.1%
0.001818181818	1	< 0.1%
0.00185528757	1	< 0.1%
0.001893939394	1	< 0.1%
0.001901140684	1	< 0.1%
0.002024291498	1	< 0.1%
0.002403846154	1	< 0.1%
0.002444987775	1	< 0.1%
0.00253164557	1	< 0.1%

Value	Count	Frequency (%)
0.9890510949	1	< 0.1%
0.9869109948	1	< 0.1%
0.9851485149	1	< 0.1%
0.9814385151	1	< 0.1%
0.9810126582	1	< 0.1%
0.9803921569	1	< 0.1%
0.9791666667	1	< 0.1%
0.9782608696	1	< 0.1%
0.9754385965	1	< 0.1%
0.9723076923	1	< 0.1%

BikePositionPercentage
Real number (ℝ)

HIGH CORRELATION

Distinct	17655
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.20462208

Minimum	0.0018552876
Maximum	0.93548387
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	0.0018552876
5-th percentile	0.070824698
Q1	0.13114754
median	0.18891688
Q3	0.26035503
95-th percentile	0.39183138
Maximum	0.93548387
Range	0.93362858
Interquartile range (IQR)	0.12920749

Descriptive statistics

Standard deviation	0.1006
Coefficient of variation (CV)	0.49163802
Kurtosis	1.5360187
Mean	0.20462208
Median Absolute Deviation (MAD)	0.063419572
Skewness	0.97565262
Sum	6288.6505
Variance	0.010120359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	96	0.3%
0.25	95	0.3%
0.1666666667	83	0.3%
0.125	74	0.2%
0.1428571429	66	0.2%
0.1818181818	49	0.2%
0.2222222222	41	0.1%
0.1111111111	41	0.1%
0.1538461538	40	0.1%
0.3333333333	40	0.1%
Other values (17645)	30108	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00185528757	1	< 0.1%
0.003773584906	1	< 0.1%
0.005882352941	1	< 0.1%
0.006493506494	1	< 0.1%
0.007434944238	1	< 0.1%
0.007853403141	1	< 0.1%
0.008097165992	1	< 0.1%
0.008174386921	1	< 0.1%
0.008849557522	1	< 0.1%
0.009063444109	1	< 0.1%

Value	Count	Frequency (%)
0.935483871	1	< 0.1%
0.8885135135	1	< 0.1%
0.8081534772	1	< 0.1%
0.7943313953	1	< 0.1%
0.7924528302	1	< 0.1%
0.78962818	1	< 0.1%
0.7716535433	1	< 0.1%
0.7641025641	1	< 0.1%
0.763546798	1	< 0.1%
0.7603305785	1	< 0.1%

RunPositionPercentage
Real number (ℝ)

HIGH CORRELATION

Distinct	17781
Distinct (%)	57.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.20811018

Minimum	0.0025773196
Maximum	0.88613861
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	480.2 KiB

Quantile statistics

Minimum	0.0025773196
5-th percentile	0.071428571
Q1	0.13407821
median	0.19339243
Q3	0.26684636
95-th percentile	0.39485819
Maximum	0.88613861
Range	0.88356129
Interquartile range (IQR)	0.13276815

Descriptive statistics

Standard deviation	0.10057132
Coefficient of variation (CV)	0.48325995
Kurtosis	0.99089733
Mean	0.20811018
Median Absolute Deviation (MAD)	0.065485449
Skewness	0.82968844
Sum	6395.8503
Variance	0.01011459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	103	0.3%
0.2	87	0.3%
0.1666666667	87	0.3%
0.125	67	0.2%
0.1428571429	63	0.2%
0.1818181818	53	0.2%
0.3333333333	48	0.2%
0.2222222222	45	0.1%
0.1538461538	44	0.1%
0.1111111111	38	0.1%
Other values (17771)	30098	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002577319588	1	< 0.1%
0.00272479564	1	< 0.1%
0.002849002849	1	< 0.1%
0.003076923077	1	< 0.1%
0.003378378378	1	< 0.1%
0.003436426117	1	< 0.1%
0.004524886878	1	< 0.1%
0.005063291139	1	< 0.1%
0.005128205128	1	< 0.1%
0.005291005291	2	< 0.1%

Value	Count	Frequency (%)
0.8861386139	1	< 0.1%
0.8770491803	1	< 0.1%
0.8465346535	1	< 0.1%
0.7871287129	1	< 0.1%
0.7722772277	1	< 0.1%
0.7619047619	1	< 0.1%
0.7376237624	1	< 0.1%
0.7333333333	1	< 0.1%
0.7178217822	1	< 0.1%
0.7128712871	1	< 0.1%

Auto

Heatmap
Table

	SwimTime	Transition1Time	BikeTime	Transition2Time	RunTime	FinishTime	Position	PositionPercentage	SwimPositionPercentage	BikePositionPercentage	RunPositionPercentage
SwimTime	1.000	0.045	-0.014	0.069	0.059	0.344	0.099	0.174	0.731	-0.056	-0.162
Transition1Time	0.045	1.000	0.135	0.436	-0.036	0.185	0.092	0.164	0.182	0.090	-0.038
BikeTime	-0.014	0.135	1.000	0.093	-0.019	0.631	0.168	0.284	-0.033	0.576	-0.172
Transition2Time	0.069	0.436	0.093	1.000	0.127	0.263	0.161	0.178	0.092	0.082	0.018
RunTime	0.059	-0.036	-0.019	0.127	1.000	0.632	0.313	0.303	-0.120	-0.186	0.645
FinishTime	0.344	0.185	0.631	0.263	0.632	1.000	0.364	0.477	0.153	0.247	0.241
Position	0.099	0.092	0.168	0.161	0.313	0.364	1.000	0.401	0.115	0.205	0.188
PositionPercentage	0.174	0.164	0.284	0.178	0.303	0.477	0.401	1.000	0.228	0.472	0.453
SwimPositionPercentage	0.731	0.182	-0.033	0.092	-0.120	0.153	0.115	0.228	1.000	-0.074	-0.215
BikePositionPercentage	-0.056	0.090	0.576	0.082	-0.186	0.247	0.205	0.472	-0.074	1.000	-0.297
RunPositionPercentage	-0.162	-0.038	-0.172	0.018	0.645	0.241	0.188	0.453	-0.215	-0.297	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Gender	SwimTime	Transition1Time	BikeTime	Transition2Time	RunTime	FinishTime	Position	PositionPercentage	PositionBinned	SwimPositionPercentage	BikePositionPercentage	RunPositionPercentage
21	F	2457	252	9998	276	6479	19462	44.0	0.158273	10_25	0.307554	0.172662	0.172662
170	F	2205	128	10560	166	7164	20223	10.0	0.151515	10_25	0.242424	0.151515	0.166667
172	F	2481	176	10669	185	7212	20723	88.0	0.240437	10_25	0.423497	0.270492	0.256831
462	F	2761	108	10217	88	6370	19544	3.0	0.130435	10_25	0.739130	0.391304	0.086957
567	F	2470	276	11444	172	7016	21378	44.0	0.148649	10_25	0.562500	0.141892	0.206081
597	F	2624	329	10565	123	6409	20050	135.0	0.218447	10_25	0.728155	0.255663	0.118123
615	F	2201	175	9587	133	6871	18967	73.0	0.121667	10_25	0.311667	0.046667	0.200000
633	F	2246	171	10848	131	7149	20545	103.0	0.187614	10_25	0.282332	0.249545	0.194900
646	F	1902	277	9938	171	8182	20470	37.0	0.212644	10_25	0.074713	0.201149	0.402299
696	F	2254	308	10054	147	7445	20208	31.0	0.193750	10_25	0.343750	0.150000	0.243750

	Gender	SwimTime	Transition1Time	BikeTime	Transition2Time	RunTime	FinishTime	Position	PositionPercentage	PositionBinned	SwimPositionPercentage	BikePositionPercentage	RunPositionPercentage
839836	F	1691	219	10341	170	6083	18504	25.0	0.143678	10_25	0.077586	0.172414	0.149425
839888	F	2097	365	10832	287	7083	20664	55.0	0.205224	10_25	0.263060	0.164179	0.320896
839899	F	1499	220	10274	115	6246	18354	51.0	0.129114	10_25	0.055696	0.278481	0.074684
839940	F	1766	110	9453	91	7045	18465	13.0	0.162500	10_25	0.075000	0.125000	0.200000
839941	F	2274	146	9944	124	7044	19532	18.0	0.225000	10_25	0.287500	0.187500	0.187500
839998	F	2388	308	11180	162	6984	21022	39.0	0.131757	10_25	0.459459	0.074324	0.202703
840023	F	2442	387	10791	192	6851	20663	77.0	0.223837	10_25	0.542151	0.309593	0.174419
840041	F	2056	218	11527	147	7072	21020	84.0	0.248521	10_25	0.103550	0.399408	0.269231
840055	F	1923	305	12084	304	7035	21651	61.0	0.193038	10_25	0.080696	0.256329	0.205696
840073	F	2100	193	10280	233	6148	18954	37.0	0.193717	10_25	0.327225	0.269634	0.178010

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample